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Natural language processing

Exploring the consistency, quality and challenges in manual and automated coding of free-text diagnoses from hospital outpatient letters

Warren Del-Pinto, George Demetriou, Meghna Jani, Rikesh Patel, Leanne Gray, Alex Bulcock, Niels Peek, Andrew S. Kanter, William G. Dixon, Goran Nenadic

published 25 Aug 2025

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Navigating tenses in Bengali sentences: A stacked ensemble model for enhanced prediction

Umme Ayman, Md. Nahid Hasan, Ms. Nusrat Khan, Ms. Chayti Saha, Md. Fayejullah

published 21 Aug 2025

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Advancing medical question answering with a knowledge embedding transformer

Xiang Zhu, Mustaqeem Khan, Abdelmalik Taleb-Ahmed, Alice Othmani

published 18 Aug 2025

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Racial bias in clinician assessment of patient credibility: Evidence from electronic health records

Mary Catherine Beach, Keith Harrigian, Brant Chee, Alya Ahmad, Anne R. Links, Ayah Zirikly, Dingfen Han, Emily Boss, Shari Lawson, Mustapha Saheed, Yahan Li, Mark Dredze, Somnath Saha

published 13 Aug 2025

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Bag-of-words is competitive with sum-of-embeddings language-inspired representations on protein inference

Frixos Papadopoulos, Tilman Sanchez-Elsner, Mahesan Niranjan, Ashley I. Heinson

published 06 Aug 2025

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DPRM: DeBERTa-based potential relationship multi-headed self-attention joint extraction model

Songjiang Li, Jinming Cao, Jiao Yang, Yunjiangcan He, Peng Wang

published 05 Aug 2025

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Zero-shot performance analysis of large language models in sumrate maximization

Ali Abir Shuvro, Md. Shahriar Islam Bhuiyan, Faisal Hussain, Md. Sakhawat Hossen

published 04 Aug 2025

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Decoding community proximity discourse: A mixed-methods comparative analysis of online local and national newspapers in Romandy, Switzerland

Victor Bros, Daniel Gatica-Perez

published 01 Aug 2025

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Features extraction based on Naive Bayes algorithm and TF-IDF for news classification

Li Zhang

published 30 Jul 2025

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A natural language processing approach to support biomedical data harmonization: Leveraging large language models

Zexu Li, Suraj P. Prabhu, Zachary T. Popp, Shubhi S. Jain, Vijetha Balakundi, Ting Fang Alvin Ang, Rhoda Au, Jinying Chen

published 24 Jul 2025

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DNA sequence classification for diabetes mellitus using NuSVC and XGBoost: A comparative

Said A. Salloum, Khaled Mohammad Alomari, Ayham Salloum

published 18 Jul 2025

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A method for English paragraph grammar correction based on differential fusion of syntactic features

Weiling Liu, Caijun Zhao, Yongyi Li, Chenglong Cai, Hong Liu, Ruilin Qiu, Ruoci Su, Bingbing Li

published 16 Jul 2025

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Plant attribute extraction: An enhancing three-stage deep learning model for relational triple extraction

Zhihao Zong, Hongtao Shan, Gaoyu Zhang, George Xianzhi Yuan, Shuyi Zhang

published 08 Jul 2025

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